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PowerLM 3B by ibm

 »  All LLMs  »  ibm  »  PowerLM 3B   URL Share it on

  9251   
  Arxiv:2408.13359   Autotrain compatible   Granite   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ibm/PowerLM-3b 

PowerLM 3B Benchmarks

MMLU Pro: 11.29
GPQA: 3.36
MUSR: 5.64
BBH: 12.02
IFEval: 33.21 vs 88 (so35)-62.3%
MATH Lvl 5: 3.17
LLME Score: 0.31154
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
PowerLM 3B (ibm/PowerLM-3b)

PowerLM 3B Parameters and Internals

Model Type 
text-generation
Additional Notes 
PowerLM-3B is a small language model using the Power learning rate scheduler, trained on a mix of open-source and proprietary datasets.
Input Output 
Input Format:
Prompt text
Accepted Modalities:
text
Output Format:
Generated text
LLM NamePowerLM 3B
Repository 🤗https://huggingface.co/ibm/PowerLM-3b 
Model Size3b
Required VRAM14 GB
Updated2025-01-20
Maintaineribm
Model Typegranite
Model Files  4.9 GB: 1-of-3   4.9 GB: 2-of-3   4.2 GB: 3-of-3
Model ArchitectureGraniteForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.45.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typebfloat16

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Rank the PowerLM 3B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241227
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